Image Classification on Small-ImageNet-127
34.8Avg Class RecallFixMatch w/ SEVAL
Evaluation results
| Method | Links | |
|---|---|---|
| FixMatch w/ SEVALLTL=true, PLR=true, THA=true2024.07 | 34.8 | |
| FixMatch w/ SEVAL-PLLTL=false, PLR=true, THA=true2024.07 | 31 | |
| FixMatch w/ FreeMatchLTL=false, PLR=true, THA=true2024.07 | 30 | |
| FixMatchLTL=false, PLR=false, THA=false2024.07 | 29.4 | |
| FixMatch w/ SAWLTL=true, PLR=false, THA=false2024.07 | 29.4 | |
| FixMatch w/ DASOLTL=true, PLR=true, THA=false2024.07 | 29.4 | |
| FixMatch w/ CReST+ + LAResolution=64 x 64, Backbone=ResNet-502021.12 | 0.559 | |
| CoSSLResolution=64 x 64, Backbone=ResNet-502021.12 | 0.538 | |
| FixMatch w/ DARP + cRTResolution=64 x 64, Backbone=ResNet-502021.12 | 0.51 | |
| FixMatch w/ CReST+Resolution=64 x 64, Backbone=ResNet-502021.12 | 0.447 | |
| CoSSLResolution=32 x 32, Backbone=ResNet-502021.12 | 0.437 | |
| FixMatch w/ DARPResolution=64 x 64, Backbone=ResNet-502021.12 | 0.425 | |
| FixMatchResolution=64 x 64, Backbone=ResNet-502021.12 | 0.423 | |
| FixMatch w/ CReST+ + LAResolution=32 x 32, Backbone=ResNet-502021.12 | 0.409 | |
| FixMatch w/ DARP + cRTResolution=32 x 32, Backbone=ResNet-502021.12 | 0.397 | |
| FixMatch w/ CReST+Resolution=32 x 32, Backbone=ResNet-502021.12 | 0.325 | |
| FixMatch w/ DARPResolution=32 x 32, Backbone=ResNet-502021.12 | 0.305 | |
| FixMatchResolution=32 x 32, Backbone=ResNet-502021.12 | 0.297 |